Specialization: Statistical Modeling for Data Science Applications Instructor: Brian Zaharatos, Director, Professional Master’s Degree in Applied Mathematics Prior knowledge needed: Basic calculus ...

Duration: 12h. In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial ...

A treatment of linear regression models, featuring the interpretation of computer-generated regression output and implications for prediction, rounds off the course. Hear from some of our alumni and ...

EITHER Probability, Distribution Theory and Inference ... It is assumed students have taken at least a first course in linear algebra. Course content. A solid coverage of the most important parts of ...